Machine learning study on magnetic structure of rare earth based magnetic materials

Machine learning is playing an increasingly important role in discovery and design of new materials. In this work, 11 machine learning algorithms were trained to predict the material magnetic structure. Material composition and crystal structure are used to classify the dataset, and the relationship...

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Bibliographic Details
Main Authors: Dan Liu, Jiahe Song, Zhixin Liu, Jine Zhang, Weiqiang Chen, Yinong Yin, Jianfeng Xi, Xinqi Zheng, Jiazheng Hao, Tongyun Zhao, Fengxia Hu, Jirong Sun, Baogen Shen
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Materials & Design
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Online Access:http://www.sciencedirect.com/science/article/pii/S0264127525001303
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